Topic
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Sub-topic
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Introduction
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- Data Analysis
- Data Analytics in Wealth Management
- Basic Concepts
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Time Value of Money
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- Overview of Time Value of Money
- Calculating Simple Interest
- Calculating Compound Interest
- Future Value
- Future Value of Annuities
- Present Value
- Present Value of Annuities
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Central Tendency
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- What is Central tendency of data?
- Mean
- Median
- Mode
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Dispersion, Skewness and Kurtosis
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- Measures of Dispersion
- Range
- Variance
- Standard Deviation
- Calculate Variance and Standard Deviation
- Chebyshev’s Inequality Theorem
- Co-efficient of Variation
- Covariance
- Correlation
- Regression
- Skewness
- Measuring Skewness
- Kurtosis
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Probability Distribution
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- What is Probability
- Overview of Probability Distribution
- Discrete and Continuous Random Variable
- Probability Distribution Function for Continuous Random Variables
- Types of Probability Distributions
- Standard Normal Distribution
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